DEVELOPMENT... OpenML
Run
194116

Run 194116

Task 1934 (Supervised Classification) hepatitis Uploaded 26-02-2015 by Felicia West
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Flow

weka.SimpleLogistic(3)Niels Landwehr, Mark Hall, Eibe Frank (2005). Logistic Model Trees. Marc Sumner, Eibe Frank, Mark Hall: Speeding up Logistic Model Tree Induction. In: 9th European Conference on Principles and Practice of Knowledge Discovery in Databases, 675-683, 2005.
weka.SimpleLogistic(3)_I0
weka.SimpleLogistic(3)_M500
weka.SimpleLogistic(3)_H50
weka.SimpleLogistic(3)_W0.0

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

model
Model readable

A human-readable description of the model that was built.

model
Model serialized

A serialized description of the model that can be read by the tool that generated it.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

22 Evaluation measures

Area under ROC curve
0.8438
Per class
F measure
0.8332
Per class
Kappa
0.4703
KB relative information score
499.4091
Mean absolute error
0.2068
Mean prior absolute error
0.3299
Number of instances
1550
Per class
OS information
[Sun Microsystems Inc., 1.6.0_20, amd64, Linux, 2.6.35.14-106.fc14.x86_64]
Precision
0.8305
Per class
Predictive accuracy
0.8413
Prior entropy
0.7418
Recall
0.8413
Per class
Relative absolute error
0.6268
Root mean prior squared error
0.4048
Root mean squared error
0.3489
Root relative squared error
0.862
SciMark benchmark
912.5006
UserCPU time millis
30
UserCPU time millis training
30